Eggeling, Ralf

8 publications

MLJ 2019 Algorithms for Learning Parsimonious Context Trees Ralf Eggeling, Ivo Grosse, Mikko Koivisto

AISTATS 2019 On Structure Priors for Learning Bayesian Networks Ralf Eggeling, Jussi Viinikka, Aleksis Vuoksenmaa, Mikko Koivisto

PGM 2018 Finding Optimal Bayesian Networks with Local Structure Topi Talvitie, Ralf Eggeling, Mikko Koivisto

AISTATS 2018 Intersection-Validation: A Method for Evaluating Structure Learning Without Ground Truth Jussi Viinikka, Ralf Eggeling, Mikko Koivisto

UAI 2016 Pruning Rules for Learning Parsimonious Context Trees Ralf Eggeling, Mikko Koivisto

ICML 2015 Dealing with Small Data: On the Generalization of Context Trees Ralf Eggeling, Mikko Koivisto, Ivo Grosse

AISTATS 2014 Robust Learning of Inhomogeneous PMMs Ralf Eggeling, Teemu Roos, Petri Myllymäki, Ivo Grosse

ECML-PKDD 2013 Inhomogeneous Parsimonious Markov Models Ralf Eggeling, André Gohr, Pierre-Yves Bourguignon, Edgar Wingender, Ivo Grosse